code: def get_param_grad_state(module):
      return {
          param: param.requires_grad for param in module.parameters()
      }
  
file_path: advertorch/advertorch/context.py
imports: from contextlib import contextmanager
label_desc: Use image node_id 5 for calling a global function with example usage: get_param_grad_state(module) and returns: unknown